Environment and Behavior http://eab.sagepub.com Responses to Six Major Terrestrial Biomes in Terms of Scenic Beauty, Preference, and Restorativeness Ke-Tsung Han Environment and Behavior 2007; 39; 529 originally published online May 21, 2007; DOI: 10.1177/0013916506292016 The online version of this article can be found at: http://eab.sagepub.eom/cgi/content/abstract/39/4/529 Published by: i>SAGE Publications http://www.sagepublications.com On behalf of: Environmental Design Research Association Additional services and information for Environment and Behavior can be found at: Email Alerts: http://eab.sagepub.com/cgi/alerts Subscriptions: http://eab.sagepub.com/subscriptions Reprints: http://www.sagepub.com/journalsReprints.nav Permissions: http://www.sagepub.com/journalsPermissions.nav Citations (this article cites 47 articles hosted on the SAGE Journals Online and HighWire Press platforms): http://eab.sagepub.eom/cgi/content/refs/39/4/529 Downloaded from h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Environment and Behavior Responses to Six Major Terrestrial Biomes in Terms Volume 39 Number 4 July 2007 529-556 © 2007 Sage Publications 10.1177/0013916506292016 http://eab.sagepub.com hosted at http://online.sagepub.com of Scenic Beauty, Preference," and Restorativeness Ke-Tsung Han National Chin-Yi Institute of Technology, Taiwan This study examined 274 college students' psychophysiological responses to the six major terrestrial biomes (desert, tundra, grassland, coniferous forest, deciduous forest, and tropical forest), while taking into account the influences of three perceived physical variables (complexity, openness, and water features) presented in the biomes. The purpose of the study was to examine which specific natural setting can evoke the most positive reactions from people. ANCOVA tests and post hoc comparisons using the setting scores across the participants' data on the responses to 48 biome slides regarding scenic beauty, preference, the Short-version Revised Perceived Restorativeness Scale and the Short-version Revised Restoration Scale were performed. The results indicated that tundra and coniferous forest were the most favored biomes, whereas desert and grassland were the least favored. These findings appeared to support the forest hypothesis rather than the long-held savanna hypothesis. In addition, the results of multiple regression analyses indicated that the three perceived physical factors explained 9% more variance of the respondents' reactions than the biome classification. This finding suggested that a nonhabitat-specific approach to environmental responses holds more promise than a habitat-specific approach. Keywords: human evolution; savanna hypothesis; forest hypothesis; habitat- Contemporary research on evolution, habitat selection, and landscape aesthetics raises the question of whether there is a specific natural setting Author's Note: The author wishes to express great appreciation to the anonymous reviewers for their valuable comments and patience and special thanks to Bob Bechtel, editor of Environment and Behavior, for his kind assistance. Correspondence regarding this article may be sent to k0h5757@hotmail.com or kthan@ncit.edu.tw. specific approach; nonhabitat-specific approach Introduction 529 Downloaded from h11p://eab.sagepub.com al Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. 530 Environment and Behavior most suitable for humans. Though there have been numerous studies on how humans react to their natural environments (e.g., R. Kaplan & Kaplan, 1989), they still suffer from certain limitations. First, most of these studies do not encompass a broad range of natural environments (see reviews in Balling & Falk, 1982; Ulrich, 1983, 1993). There is general agreement among ecologists that our complex natural world can, based on temperature and rainfall, be classified into six major biomes: desert, tundra, grassland, coniferous forest, deciduous forest, and tropical forest (Odum, 1989). Most studies often include only one or two of the six major terrestrial biomes and do not specify biomes as the categorical units representative of the relatively limited natural environments. It should be further noted that these selected settings have frequently not been examined by experts for their appropriateness or suitability as representations of a given environment. Moreover, these studies usually focus on preference alone, whereas preference constitutes only one response among many psychological mechanisms (Ulrich, 1989). Not only do these studies not include a broad spectrum of psychological aspects, but they also seem to disregard the possible physiological and behavioral responses of the subject. Related Theories General evolutionary theory postulates that "natural selection should have favored individuals who were motivated to explore and settle in environments likely to afford the necessities of life but to avoid environments with poorer resources or posing higher risks" (Orians & Heerwagen, 1992, p. 557). Natural selection is regarded as the major mechanism by which organisms change adaptively and persistently in response to their environment (deMenocal, 2004). Similarly, habitat selection theory claims that selecting proper settings in which to live is an essential and necessary activity for both animals and human beings because habitat selection is closely related to the successful survival, prosperous reproduction, and well-being of a species (Orians & Heerwagen, 1992). To survive, human responses to environments that are based primarily on the differentiation of habitable from inhabitable settings have to be both rapid and motivationally powerful (Parsons, 1991). In line with the earlier notions, the psychological perspective on environmental aesthetics advocates that high-quality landscapes should evoke positive responses, whereas low-quality landscapes should evoke negative reactions (Daniel & Vining, 1983). Because emotional responses are such powerful motivators of human Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Han / Responses to Six Biomes 531 behavior, they would surely have contributed substantially to human survival and reproduction, otherwise they would not have evolved and been brought forward in the human species during thousands of years (Orians & Heerwagen, 1992). Among the emotions, preference is regarded as the first response to an environment that has developed through human evolution (Hartig, 1993; S. Kaplan, 1987; S. Kaplan & Kaplan, 1982). Hence, preference signals whether an environment can support human survival, functioning, and well-being (Hartig, 1993; R. Kaplan & Kaplan, 1989). Nevertheless, Ulrich (1993) further speculates that the positive responses of humans to natural environments should cover like-dislike and approach behavior, as well as cognitive functioning and restoration from stress, of which the research on the last two responses is much less than that on preference. There are two general approaches to environmental aesthetics along with the theories of evolution and habitat selection. One approach focuses specifically on human responses to biomes in which Homo sapiens evolved. The other is not confined to any specific habitat (Orians & Heerwagen, 1992). There are three major hypotheses with respect to the specific habitat(s) where humans have evolved (deMenocal, 2004). One is the long-held savanna hypothesis, which proposes the spread of savanna grasslands in Africa resulting in hominids (Balling & Falk, 1982; Bobe & Behrensmeyer, 2004; Dart, 1925; deMenocal, 2004; Jolly, 1970; Klein & Edgar, 2002; Orians, 1986; Robinson, 1954). Another is the forest hypothesis, which argues that human evolution took place in closed, forested settings (Andrews, 1989; Berger & Tobias, 1996; Clarke & Tobias, 1995; Rayner, Moon, & Masters, 1993; WoldeGabriel et al., 1994). The third is the grassland-woodland hypothesis, which proposes that a mosaic of both settings was the adaptive environment for hominids (Blumenschine, 1986). Given that adaptations molded by natural selection can persist in some species for thousands of generations after the sources of selection no longer exist and that humans might retain psychological and behavioral relics under relaxed selection that exceed a time frame of a million years (Coss & Moore, 2002), it is speculated that humans have an innate predisposition for the habitat where they evolved. It is surmised that because of their prolonged evolutionary history, human beings have developed mechanisms of an emotional, perceptual, cognitive, physiological, and behavioral nature that mold adaptive responses to evolutionary habitats (Balling & Falk, 1982). There are three major theories underlying a nonhabitat-specific approach to landscape aesthetics. Appleton's (1975/1996) prospect-refuge theory states that people prefer locations similar to the savanna grasslands in Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. 532 Environment and Behavior Africa where grasses provide easy lookouts for spotting prey and threats, and scattered trees offer hiding places from enemies and predators. He further advocates that these settings which afford prospects and provide refuge, either physical or symbolic, for the opportunity to "see without being seen" will evoke people's positive reactions. In line with Berlyne's (1971) information theory that advocates human preference for an optimal level of environmental stimuli, Rachel and Steven Kaplan state that for evolutionary success, human beings need to explore their surroundings to acquire information and to understand as well as interpret that acquired information quickly (S. Kaplan, 1987; S. Kaplan & Kaplan, 1982; R. Kaplan & Kaplan, 1989). Environments in which people can readily do so tend to be liked, approached, and furthermore to have higher restorative potential from mental fatigue. Otherwise, they tend to be disliked and avoided (S. Kaplan, 1987; R. Kaplan & Kaplan, 1989). Similarly, Ulrich (1983) claims that responses (including emotion, physiology, behavior, and recovery from stress) to environments are triggered by preferenda (Zajonc, 1980). In general, the preferenda of natural settings can be classified into three groups: (a) gross structure, such as complexity, order, and focality; (b) gross depth cues, such as spaciousness, ground surface texture, and deflected vista; and (c) general environmental content, such as perceived threat, or support, such as water and vegetation. Previous Studies Thus far, only three studies have specifically investigated human responses to biomes. Balling and Falk (1982) examined 548 respondents' preferences for both residing in five biomes during extended time periods and visiting the five biomes during relatively short time periods. These five biomes included tropical rain forest, temperate deciduous forest, coniferous forest, savanna, and desert. Each biome was represented by four slides. They found that the participants of the various groups exhibited a significantly higher preference for savanna, deciduous forest, and coniferous forest than for tropical forest and desert. Their results suggested that there was some support for the savanna hypothesis and perhaps even for the forest hypothesis. One year later, Lyons (1983) all but replicated Balling and Falk's study using the same visual stimuli with different background participants. The study showed that the 281 respondents all appeared to prefer coniferous forest, deciduous forest, and tropical forest to desert. In addition, Woodcock (1982) examined 200 college students' preferences for three biomes: savanna, hardwoods, and rain forest. Each biome was represented by 24 slides, which Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Han / Responses to Six Biomes 533 included the same four exemplars used by Balling and Falk in their studies. His research showed that hardwoods had the highest preference, whereas the other two biomes were rated as being very close. The results obtained from the studies of Lyons and Woodcock appeared to favor the forest hypothesis. Nevertheless, these three studies still shared three drawbacks that were similar to those studies conducted without using biomes as the natural setting. First, they did not cover the full range of terrestrial biomes. Second, in selecting slides for biome representativeness, the researchers did not check for any other variables, such as complexity, openness, and water features, and the effect that they had on the psycho-physiological responses of people. Complexity, openness, and water features have been known to have a considerable impact on a person's psycho-physiological reactions (Berlyne, 1971; Mehrabian & Russell, 1974; Ulrich, 1979, 1983, 1993). The biome context alone may thus not have been the only source of response differences. Third, Balling and Falk (1982), Lyons (1983), and Woodcock (1982) tested only one psychological factor, preference, as the dependent variable in their studies and neglected to take into account the other variables such as behavior, cognition, and restoration. Although Woodcock included legibility, mystery, prospect, and refuge as the predicting variables, he did not control for the influences of these four predictors on preference across the three biomes. In spite of the importance of human responses to natural settings as interpreted from the theoretical perspectives of evolution, habitat selection, and environmental aesthetics, the findings in the foregoing research seem to preclude certainty. The purpose of this study is therefore to rigorously examine the human reactions to the six major terrestrial biomes while taking into account the influences of complexity, openness, and water features presented in the biomes. Furthermore, the investigated responses are extended from preference to scenic beauty, recovery from mental fatigue, and psychophysiological stress to determine which biome can evoke the most positive reactions from people. In this way, the study hopes to provide a deeper and broader understanding of human psycho-physiological responses to nature in general and to biomes in particular, which arguably might shed some light on whether there is a specific natural setting most suitable for humans. Method This study employed a completely within-participants design involving three experiments. All the experiments involved small groups of undergraduate students at Texas A&M University in the United States. All of the experiments Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. 534 Environment and Behavior were conducted in the same auditorium in the university's College of Architecture. The participants' task was to view each of the randomly ordered color slides as surrogates of the actual biomes and to record their responses in terms of scenic beauty, preference, and restoration. Stimuli The following four steps were used to select slides that were appropriate to and representative of the actual biomes. To begin with, the author selected 200 slides from thousands of color slides owned by two doctoral students and seven professors in the departments of Forest Science, Geography, Landscape Architecture and Urban Planning, and Rangeland Ecology and Management at the university. These slides were taken around the world without any specific aesthetic considerations or constraints. The selection of the slides was based on the following three criteria: the presence of natural landscapes and terrestrial biomes, good photographic quality with as little distortion as possible, and horizontal photographic shots taken at approximately eye level without looking up or down. Among these 200 slides, 27 slides were of desert, 38 were of tundra, 35 were of grassland, 33 were of coniferous forest, 31 were of deciduous forest, and 36 were of tropical forest. The next step was to invite three different groups of judges to evaluate the 200 color slides on a 5-point scale, with five denoting the highest level. Evaluations of these 200 slides followed the same procedure using a blocked format, where slides of a given biome were presented one-by-one to the judges for rating. The first group of judges, which consisted of three graduate students in the College of Architecture at the university, evaluated the slides in terms of their photographic quality. The judges had an average of 12 years' experience in photography. The second group of judges, which consisted of two graduate students and one postdoctoral researcher in the college, evaluated the slides according to the three perceived physical variables: complexity, openness, and water features. The final group of judges, which consisted of four professors from the departments of Forest Science, Geography, Landscape Architecture and Urban Planning, and Rangeland Ecology and Management at the university, evaluated each of the slides in terms of their appropriateness as a biome type. The evaluations of appropriateness were based on Odum's (1989) definitions of terrestrial biomes and the judges' expertise. As a result of the judges' ratings of the 200 slides, 48 slides were selected and were later used in three experiments as the visual stimuli. Each of the Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Han / Responses to Six Biomes 535 six biomes was represented by 8 slides, which had been judged to have good photographic quality (mean = 3.6/5.0), to be the most appropriate samples for that biome (mean = 4.2/5.0), and to exhibit varying degrees of the three perceived physical variables. The judges' ratings for the 8 slides for each biome were averaged to form a setting score for biome appropriateness, photographic quality, complexity, openness, and water features for later statistical analyses (Herzog & Chernick, 2000). The use of setting score has several advantages (Herzog & Barnes, 1999; Richards, 1996), such as that it is a summary of central tendency and variability across raters (Herzog & Stark, 2004), it provides conservative analyses because the number of settings is usually less than that of raters (Herzog & Barnes, 1999), and it focuses on the perceptual quality of settings rather than individual differences among raters (Herzog & Barnes, 1999; Hull & Stewart, 1992). Procedure Experiment 1 involved the collection of data on scenic beauty and preference from 92 participants. Of these 92 participants, 47 were male and 45 were female, with the average age of all participants being 19.30. Both measures were recorded on 9-point scales, with 9 denoting the highest level. The definition of scenic beauty selected for this research was a perceptual evaluation in response to the visual attributes of the presented landscape (Daniel &Vining, 1983; Gritter, 1997; Jang, 1998;Yhang, 1994). Preference was defined as a personal liking for the presented landscape for whatever reason (Herzog & Bosley, 1992). Experiment 2 entailed collecting data for 93 participants using Hartig's (Hartig, Korpela, Evans, & Garling, 1997) Short-version Revised Perceived Restorativeness Scale (SRPRS). Hartig's SRPRS has three dimensions (being away, fascination, and compatibility) together with 12 items and is based on the Kaplans' (R. Kaplan & Kaplan, 1989) Attention Restoration Theory. The SRPRS is specifically designed to measure one type of cognitive functioning, namely, the recovery of directed attention from mental fatigue (Table 1). The research findings indicate that the validity and the reliability of the SRPRS were satisfactory (Herzog, Black, Fountaine, & Knotts, 1997). Of the 93 respondents, 45 were male and 48 were female, with their average age being 18.87. Experiment 3 involved the collection of data for 89 respondents using Han's (2003b) Short-version Revised Restoration Scale (SRRS). Han's SRRS covers four dimensions (emotion, physiology, cognition, and behavior) Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. 536 Environment and Behavior Table 1 Hartig's Short-Version Revised Perceived Restorativeness Scale Imagine you were in the presented landscape. How would you agree with the following statements? Being Away: It is an escape experience. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) Spending time here gives me a good break from my day-to-day routine. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) Fascination: The setting has fascinating qualities. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) My attention is drawn to many interesting things. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) I would like to get to know this place better. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) There is much to explore and discover here. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) I would like to spend more time looking at the surroundings. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) Compatibility: I can do things I like here. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) I have a sense that I belong here. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) I have a sense of oneness with this setting. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) Being here suits my personality. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) I could find ways to enjoy myself in a place like this. (not at all) 1_2_3 4 5_6_7_8_9 (a great deal) Source: Hartig, Korpela, Evans, & Garling, 1997. Reprinted from "A measure of restorative quality in environments" by Hartig, T. A., Korpela, K, Evans, G. W., & Garling, T. from Scandinavian Housing & Planning Research 1997, Volume 14, pp. 175-194, by permission of Taylor & Francis. together with eight items and is based on the theories of the Kaplans (R. Kaplan & Kaplan, 1989) and Ulrich (1983). In Ulrich's view, restoration is derived from the reduction in stress. The SRRS is thus developed to measure the recovery from psychological and physiological stress (Table 2). The research findings show that the validity and the reliability of the SRRS are acceptable (Han, 2003b). The 89 respondents included 43 males and 46 females, with the average age of all participants being 18.94. In each of the three experiments, various versions of the questionnaire listed the dependent variables of interest in different sequences. Two identical Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Han / Responses to Six Biomes 537 Table 2 Han's (2003) Short-Version Revised Restoration Scale Imagine you were in the projected scene. How would you describe your emotional response? Grouchy Good natured (very much) 1_2_3_4_5_6_7_8_9 (very much) Anxious Relaxed (very much) 1_2_3_4_5_6_7_8_9 (very much) Imagine you were in the projected scene. How would you describe your physiological response? My breathing is becoming faster. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) My hands are sweating. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) Imagine you were in the projected scene. How would you describe your cognitive response? I am interested in the presented scene. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) I feel attentive to the presented scene. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) Imagine you were in the projected scene. How would you describe your behavioral response? I would like to visit here more often. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) I would like to stay here longer. (not at all) 1_2_3 4 5_6_7_8_9 (very much so) copies of the 48 selected slides were arranged in random order. It is worth noting that, in both sets, not more than 2 slides of the same biome were arranged in consecutive order (Herzog et al., 1997), and the set of slides that was used during each experiment was randomly determined. The various versions of the questionnaire were distributed evenly among the participants. The combined use of the various questionnaire versions and the two copies of slides attempted to reduce the effect of order. In Experiment 1, the 92 participants' scores on scenic beauty and preference with respect to the 48 slides were averaged to form two setting scores, respectively. In Experiment 2, the 93 participants' data on the SRPRS were first averaged to form composite scores for each of the three dimensions for each slide and were then averaged to form one setting score for each slide (Hartig et al., 1997). In Experiment 3, the 89 participants' data on the SRRS Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. 538 Environment and Behavior were also averaged to form composite scores for each of the four dimensions. The composite score of the second dimension was reversed because it measures physiological arousal. Then the composite scores were averaged to form the setting score (Han, 2003b). Results The internal reliability coefficients of the judges' ratings for photographic quality, biome appropriateness, complexity, openness, and water features across the 200 slides were 0.76, 0.61, 0.64, 0.87, and 0.96, respectively. The results of the five analyses of variance using the judges' setting scores indicated that there was no significant difference in terms of photographic quality, biome appropriateness, and the three perceived physical features across the biome slides. Of the three perceived physical variables, only complexity and water features exhibited a moderate and significant association (r = 0.442, p < 0.001). Meanwhile, the internal reliability coefficients of the subjects' data in relation to scenic beauty, preference, SRPRS, and SRRS were all 0.98. As for the setting scores for these four responses, all of them were strongly and significantly correlated (r > 0.952, p < 0.001). Also, the results of the factor analysis indicated that these four responses formed one component. This was not surprising because both of the theories of the Kaplans (R. Kaplan & Kaplan, 1989) and Ulrich (1983) postulate that visually preferred environments are not only positively correlated with human restoration but also seem to promote it (Hartig, 1993; R. Kaplan, Kaplan, & Ryan, 1998; Korpela, 1991; Newell, 1997; Ulrich, 1984). The dominant factor score for the 48 slides was also calculated for subsequent analyses. The relationships between the three perceived physical factors and the four responses were preliminarily explored here by conducting regression analyses. More detailed analyses of their complex relationships and the distinction between the four responses are subject to another article under preparation. In short, both the simple linear and quadratic regressions were appropriate models and explained almost the same amount of variance, except for that variance found between scenic beauty, preference, SRPRS, and openness. Because of its parsimony, the simple linear models were preferred to the quadratic models, which provided a basis for multiple regression analyses. The results of the multiple regression analyses specifying the responses as dependent and the perceived physical variables as independent suggested the four responses to be distinguishable from each other in terms of the three perceived physical variables (Han, 2003a). Also, given that the three perceived physical variables and the four response measures were Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. Han / Responses to Six Biomes 539 related and that no correlations between the three perceived physical factors were larger than 0.80, they were suitable for running ANCOVAs (Elashoff, 1969). Four ANCOVAs treating the setting scores on scenic beauty, preference, SRPRS, and SRRS as dependent, the biomes as independent, and the setting scores on three perceived physical factors as the covariates were conducted to determine which biome was most favored by the respondents. Running four ANCOVAs, instead of a single one, which used the dominant factor score was intended to explore a comprehensive picture of human responses to the biomes. These four ANCOVAs met the statistical requirements of equality of error variances and homogeneity of within-class regression coefficients (SPSS Inc., 1999). The results of these four ANCOVAs had two things in common. First, the participants responded significantly differently, F(5, 39) > 4.752, p < 0.01, to the six biomes in terms of the four measures. Second, the three perceived physical variables significantly explained a large part of the variance of the dependent variable, F(l, 39) > 5.478, p < 0.05, except for complexity with respect to scenic beauty, preference, and SRRS, F(l, 39) < 3.920, p > 0.05. This indicated that these three perceived physical factors compensated for the systematic biases among the samples, reduced within-groups variability, and thus increased the precise estimation of the treatment effect (Huck, 1972; Snedecor & Cochran, 1989; Stevens, 1990). In addition, it should be noted that respondents had almost an identical rank ordering with regard to the four measurement means adjusted for the covariates across the six biomes. Tundra and coniferous forest had the highest and the second highest scores, respectively, in relation to the four responses, and grassland and desert had the second lowest and the lowest scores, respectively, for the four measures (see Figure 1 for examples of the 48 biome slides). The only difference in terms of rank ordering was that grassland and desert exchanged their positions as the lowest and the second lowest items on the SRPRS (Table 3).1 Bonferroni post hoc comparisons of the six biomes were performed with respect to the four responses adjusted for the covariates. Tundra had significantly higher means than grassland and desert for all four measures. Coniferous forest was rated substantially higher than desert in relation to the four responses and was higher than grassland in regard to the SRPRS and SRRS. In addition, tundra's mean in relation to the SRRS was significantly higher than the deciduous forest's mean. Moreover, to determine whether the three perceived physical variables or the biome classification can explain more variance of the human responses, three multiple regression analyses all specifying the dominant factor score as the dependent variable and using the enter method were performed. The first multiple regression specified the three perceived physical variables as Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. o £ 53 U JS 1- =2 U S- 3 o '- Qi S- o u m ^ O IN in rr in o o ^ in in >— 5a 50 OC in m 20 — o c ^ E a4 d 540 Downloaded Irom h11p://eab.sagepub.com at Universilelsbibliolekel i Bergen on February 13, 2008 © 2007 SAGE Publications. All rights reserved. Not for commercial use or unauthorized distribution. DO